CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019

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CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
CONFERENCE PROGRAMME
   13th - 15th May, 2019 - Seville (Spain)
CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
SOCO 2019
    14th International Conference on Soft Computing Models in
    Industrial and Environmental Applications

                                      2019.sococonference.eu

CISIS 2019
    12th International Conference on Computational Intelligence
    in Security for Information Systems

                                      2019.cisisconference.eu

ICEUTE 2019
    10th International Conference on EUropean Transnational
    Education

                                     2019.iceuteconference.eu

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CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
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CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
- PREFACE -

International Conference SOCO’19

This volume of Advances in Intelligent     which are published in these conferen-
and Soft Computing contains accepted       ce proceedings and represents an ac-
papers presented at SOCO 2019 confe-       ceptance rate of 45%. In this relevant
rence held in the beautiful and historic   edition a special emphasis was put on
city of Seville (Spain), in May 2019.      the organization of special sessions.
                                           Four special session was organized
Soft computing represents a collec-        related to relevant topics as: Soft Com-
tion or set of computational techni-       puting Methods in Manufacturing and
ques in machine learning, computer         Management Systems; Soft Compu-
science and some engineering disci-        ting Applications in the Field of Indus-
plines, which investigate, simulate, and   trial and Environmental Enterprises;
analyze very complex issues and phe-       Optimization, Modeling and Control by
nomena.                                    Soft Computing Techniques and Soft
                                           Computing in Aerospace, Mechanical
After a through peer-review process,       and Civil Engineering: New methods
the 14th SOCO 2019 International Pro-      and Industrial Applications.
gram Committee selected 57 papers

3
CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
The selection of papers was extremely      Lyon, Lyon, France).
rigorous in order to maintain the high
quality of the conference and we would     Particular thanks go as well to the con-
like to thank the members of the Pro-      ference main sponsors, Startup Ole,
gram Committees for their hard work in     IEEE-SMC Spanish Chapter who jointly
the reviewing process. This is a crucial   contributed in an active and constructi-
process to the creation of a high stan-    ve manner to the success of this initia-
dard conference and the SOCO con-          tive. We would like to thank all the spe-
ference would not exist without their      cial session organizers, contributing
help.                                      authors, as well as the members of the
                                           Program Committees and the Local Or-
SOCO 2019 enjoyed outstanding key-         ganizing Committee for their hard and
note speeches by distinguished guest       highly valuable work. Their work has
speakers: Prof. Dieu Tien Bui (Universi-   helped to contribute to the success of
ty of South-Eastern Norway), Prof. Juan    the SOCO 2019 event.
M. Corchado (University of Salaman-
ca), Prof. Julien Jacques (University of

                                                                        The Editors
                                                        Francisco Martínez-Álvarez
                                                                   Alicia Troncoso
                                                         José Antonio Sáez Muñoz
                                                                   Héctor Quintián
                              May, 2019                           Emilio Corchado

                                                                                  4
CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
International Conference CISIS-ICEUTE’19

This volume of Advances in Intelligent       After a through peer-review process,
and Soft Computing contains accepted         the CISIS 2019 International Program
papers presented at CISIS 2019 and           Committee selected 20 papers which
ICEUTE 2019, both conferences held in        are published in these conference pro-
the beautiful and historic city of Seville   ceedings achieving an acceptance rate
(Spain), in May 2019.                        of 30%. In this relevant edition a special
                                             emphasis was put on the organization
The aim of the 12th CISIS 2019 con-          of special sessions. One special ses-
ference is to offer a meeting opportu-       sion was organized related to relevant
nity for academic and industry-related       topics as: From the least to the least:
researchers belonging to the various,        cryptographic and data analytics solu-
vast communities of Computational            tions to fulfil least minimum privilege
Intelligence, Information Security, and      and endorse least minimum effort in
Data Mining. The need for intelligent,       information systems.
flexible behaviour by large, complex
systems, especially in mission-critical      In the case of 10th ICEUTE 2019, the
domains, is intended to be the catalyst      International Program Committee se-
and the aggregation stimulus for the         lected 15 papers, which are published
overall event.                               in these conference proceedings. Two
                                             special session were organized related

5
CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
to relevant topics as: Looking for Came-   (University of South-Eastern Norway),
lot: New Approaches to Asses Compe-        Juan M. Corchado (University of Sala-
tencies; Innovation in Computer Scien-     manca) and Prof. Julien Jacques (Uni-
ce Education.                              versity of Lyon).

The selection of papers was extremely      Particular thanks go as well to the con-
rigorous in order to maintain the high     ference main sponsors, Startup Ole,
quality of the conference and we would     IEEE-SMC Spanish Chapter, The Inter-
like to thank the members of the Pro-      national Federation for Computational
gram Committees for their hard work        Logic, who jointly contributed in an
in the reviewing process. This is a cru-   active and constructive manner to the
cial process to the creation of a high     success of this initiative. We would like
standard conference and the CISIS and      to thank all the special session organi-
ICEUTE conferences would not exist wi-     zers, contributing authors, as well as
thout their help.                          the members of the Program Commit-
                                           tees and the Local Organizing Commi-
CISIS 2019 and ICEUTE 2019 conferen-       ttee for their hard and highly valuable
ces enjoyed outstanding keynote spee-      work. Their work has helped to contri-
ches by distinguished guest speakers:      bute to the success of the CISIS 2019
Prof. Dieu Tien Bui                        and ICEUTE 2019 events.

                                                                        The Editors
                                                        Francisco Martínez-Álvarez
                                                                   Alicia Troncoso
                                                         José Antonio Sáez Muñoz
                                                                   Héctor Quintián
                              May, 2019                           Emilio Corchado

                                                                                  6
CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
- PLENARY SPEAKERS -
                                                                   Prof. Dieu Tien Bui
    Associate Professor at the Geographic Information System Group, Department of Business
                                                  and IT, University of South-Eastern Norway.

                              He received his M.Sc. degree in Cartographic Enginee-
                              ring from Hanoi University of Mining and Geology, Ha-
                              noi, Vietnam, in 2004, and his Ph.D. in Geomatics from
                              the Norwegian University of Life Sciences, Norway, in
                              2013. He has more than 100 publications, including >
                              80 articles published in Science Citation Index (SCI/
                              SCIE) scientific journals, > 10 book chapters published
                              by Springer and Elsevier. His research interests include
Date: Monday, 13              GIS, remote sensing, and artificial intelligence and ma-
Hour: 11:00 - 12:00           chine learning for natural hazards and environmental
Building: 45                  problems such as landslides, floods and forest fires,
Room: Sala de tesis           ground biomass, and structural displacement.

Prof. Juan Manuel Corchado
Director - BISITE Research Group, University of Salamanca, Salamanca, Spain
Director - European IoT Digital Innovation Hub
President – AIR INSTITUTE

Juan Manuel Corchado (born May 15, 1971 in Salaman-
ca, Spain). He is Full Professor with Chair at the Univer-
sity of Salamanca. He was Vice President for Research
and Technology Transfer from December 2013 to De-
cember 2017 and the Director of the Science Park of
the University of Salamanca, Director of the Doctoral
School of the University until December 2017 and also,
he has been elected twice as the Dean of the Faculty of
                                                                       Date: Tuesday, 14
Science at the University of Salamanca. In addition to
                                                                      Hour: 11:00 - 12:00
a PhD in Computer Sciences from the University of Sa-                        Building: 45
lamanca, he holds a PhD in Artificial Intelligence from              Room: Sala de tesis
the University of the West of Scotland. Juan Manuel

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CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
Corchado is Visiting Professor at Osaka Institute of Technology since January
2015, Visiting Professor at the Universiti Malaysia Kelantan and a Member of the
Advisory group on Online Terrorist Propaganda of the European Counter Terrorism
Centre (EUROPOL).

Corchado is the Director of the European IoT Digital Innovation Hub and of the BI-
SITE (Bioinformatics, Intelligent Systems and Educational Technology) Research
Group, which he created in the year 2000, President of the AIR Institute, Academic
Director of the Institute of Digital Art and Animation of the University of Salaman-
ca and has been President of the IEEE Systems, Man and Cybernetics Spanish
Chapter. He also oversees the Master´s programs in Digital Animation, Security,
Blockchain, IoT, Mobile Technology, Information Systems Management and Agile
Project Management at the University of Salamanca.

Corchado has supervised more than 25 PhD theses, is author of over 800 research
peer review papers and books, has chaired the scientific committee of more than
30 international conferences, and is also Editor-in-Chief of Specialized Journals
like ADCAIJ (Advances in Distributed Computing and Artificial Intelligence Jour-
nal) and OJCST (Oriental Journal of Computer Science and Technology).

Prof. Julien Jacques
Professor in Statistics at ERIC Laboratory (University de Lyon, Lyon, France).

Julien Jacques received his Ph.D. degree in Applied
Mathematics from University of Grenoble, France. In
2006 he joined University of Lille where he holds the
position of Associate Professor. In 2014, he joined
University of Lyon as Full Professor in Statistics. His
current research in statistical learning concerns the
design of clustering algorithm for functional data, or-
dinal data and mewed-type data. He is a member of the
French Society of Statistics.                                          Date: Wednesday, 15
                                                                         Hour: 11:00 - 12:00
                                                                                Building: 45
                                                                        Room: Sala de tesis

                                                                                          8
CONFERENCE PROGRAMME 13th - 15th May, 2019 - Seville (Spain) - soco 2019
9
       TIME                  MONDAY 13                               TUESDAY 14                    WEDNESDAY 15
                                                                                                Registration (Open the
      08:00        Registration (Open the whole day)      Registration (Open the whole day)
                                                                                                     whole day)

    08:30-09:30        SOCO                                                          CISIS
                                  SOCO     CISIS                                                 SOCO
                  TEMPORAL DATA                            SOCO           SOCO     SS01 (5)                 ICEUTE
                                 SS01 (6) GT01 (7)                                             APPLICA-
                    ANALYSIS (7)                          SS02 (9)       SS03 (6) *Starting at              SS02 (8)
    09:30-10:15                                                                                TIONS (6)
                                                                                     9:00
    10:15-10:30                Opening
                                                       Coffe break (and also IEEE-SMC Spanish
    10:30-11:00              Coffe break                                                             Coffe break
                                                                Chapter anual meeting)
                             11:00-12:00                            11:00-12:00                      11:00-12:00
    11:00-12:00            Plenary Speaker                        Plenary Speaker                  Plenary Speaker
                          Prof. Dieu Tien Bui          Prof. Juan Manuel Corchado Rodríguez      Prof. Julien Jacques
                                                                                                       SOCO
    12:00-13:00       SOCO                                 SOCO                                  DATA GENERATION
                                           CISIS                                ICEUTE          AND PREPARATION (4)
                     MACHINE                           SMART CITIES &
                                          GT02 (8)                              SS01 (7)
                   LEARNING (8)                           IOT (6)                                      SOCO
    13:00-14:00
                                                                                                      SS04 (5)
    14:00-16:00                   Lunch                                 Lunch
    16:00-18:30               FREE TIME                              FREE TIME
                        SEVILLA GUIDED TOUR               FLAMENCO SHOW (sala Baraka)
    18:30-20:30
                            (18:30-20:30)                       (19:30-20:30)
      20:30        COCKTAIL (Hotel Sevilla Boutique)         GALA DINNER (Río Grande)
Special Sessions

     SOCO
       SS01   SOFT COMPUTING METHODS IN MANUFACTURING AND MANAGEMENT SYSTEMS

       SS02   SOFT COMPUTING APPLICATIONS IN THE FIELD OF INDUSTRIAL AND ENVIRONMENTAL ENTERPRISES

       SS03   OPTIMIZATION, MODELING AND CONTROL BY SOFT COMPUTING TECHNIQUES
              SOFT COMPUTING IN AEROSPACE, MECHANICAL AND CIVIL ENGINEERING: NEW METHODS AND
       SS04   INDUSTRIAL APPLICATIONS

     CISIS
              FROM THE LEAST TO THE LEAST: CRYPTOGRAPHIC AND DATA ANALYTICS SOLUTIONS TO FULFILL LEAST
       SS01
              MINIMUM PRIVILEGE AND ENDORSE LEAST MINIMUM EFFORT IN INFORMATION SYSTEMS

     ICEUTE
       SS01   LOOKING FOR CAMELOT: NEW APPROACHES TO ASSES COMPETENCIES
       SS02   INNOVATION IN COMPUTER SCIENCE EDUCATION

10
11
                                           Monday 13th
     Room Sala de Tesis   Room 45.1.11   Room 45.1.10       Room Sala de Tesis     Room 45.1.11
     SOCO: Time series     CISIS GT01     SOCO SS01       SOCO: Machine learning    CISIS GT02
            1                 1              65                    57                  31
            2                 5              69                    25                  34
            27                7              10                    37                  36
            48                16             66                    41                  39
            34                17             68                    43                  45
            38                21             39                    20                  46
            51                22                                   49                  47
                                                                   52                  48

                                           Tuesday 14th
     Room Sala de Tesis   Room 45.1.11   Room 45.1.10       Room Sala de Tesis     Room 45.1.11
        SOCO: SS02         CISIS SS01    SOCO: SS03         SOCO: Smart cities     ICEUTE SS01
            45                14             13                    35                  11
            64                24             18                    50                  18
            32                25             23                    24                  19
            36                27             60                    12                  32
            67                37             28                     6                  40
            30                               56                    21                  41
            55                                                                         44
            61
            44
Wednesday 15th
     Room Sala de Tesis   Room 45.1.11        Room Sala de Tesis
     SOCO: Applications   ICEUTE: SS02       SOCO: Data preparation
            4                  8                     70
            58                12                     46
            53                13                     26
            59                23                     42
            16                28                  SOCO SS04
            54                30                      15
                              35                      19
                              42                      14
                                                      17
                                                      62

12
Monday, 13th
Session SOCO: Temporal data Analysis
Hour: 08:30 - 10:15   Room: Sala de tesis
Chair: Miguel Cárdenas

ID   Title                                           Authors

     Ensemble Deep Learning for Forecasting
                                                     Miguel Cárdenas Montes and
01   222
        Rn Radiation Level at Canfranc Under-
                                                     Iván Méndez-Jiménez
     ground Laboratory

     Search of Extreme Episodes in Urban Ozone
02   Maps
                                                     Miguel Cárdenas Montes

     A Novel Heuristic Approach for the Simulta-
     neous Selection of the Optimal Clustering       Adriana Navajas, Diana Manja-
27   Method and its Internal Parameters for Time     rrés, Eva Portillo and Itziar Landa
     Series Data

                                                     Steffanie Van Roode Fuentes,
     A hybrid approach for short-term NO2 fo-
                                                     Ignacio Turias Domínguez, Juan
48   recasting: Case study of Bay of Algeciras
                                                     Jesus Ruiz Aguilar and Javier
     (Spain)
                                                     González Enrique

     Context-Aware Data Mining vs Classical          Anca Avram, Oliviu Matei, Came-
34   Data Mining: Case Study on Predicting Soil      lia-M. Pintea, Petrica C. Pop and
     Moisture                                        Carmen Ana Anton

     DTW as alignment function in the context of     Enrique De La Cal Marín, José
38   Time Series balancing                           Ramón Villar and Javier Sedano

                                                     Mirko Fáñez, José Ramón Villar,
     Feature clustering to improve Fall Detection:
51   a preliminary study
                                                     Enrique De La Cal Marín, Víctor
                                                     Gonzalez and Javier Sedano

13
SOCO SS01: Soft Computing Methods in Manufacturing and Ma-
nagement Systems
Hour: 08:30 - 10:15   Room: 45.1.10
Chair: Damian Krenczyk

ID   Title                                         Authors

     A hybrid heuristic algorithm for multi-man-
65 ned assembly line balancing problem with        Damian Krenczyk and Karol Dziki
     location constraints

     A comparison analysis of the computer si-     Cezary Grabowik, Grzegorz Cwi-
69 mulation results of the real production sys-    kla, Krzysztof Kalinowski and
     tem                                           Magdalena Kuc

     Multiple Fault Diagnosis in Manufacturing     Pedro J. Rivera Torres, Antônio
10 Processes and Machines using Probabilistic      José Silva Neto and Orestes Lla-
     Boolean Networks                              nes-Santiago

     Concurrent planning and scheduling of hete-   Bozena Skolud, Agnieszka Szo-
66 rogeneous production system. Case study.        pa and Krzysztof Kalinowski

     Multi-domain, advisory computing system in    Krzysztof Niemiec and Damian
68 continuous manufacturing processes              Krenczyk

                                                   Grzegorz Cwikla, Cezary Gra-
     Assessment of similarity of elements as a
39 basis for production costs estimation           bowik, Krzysztof Banczyk and
                                                   Lukasz Wiecha

                                                                                 14
CISIS: General Track 01
Hour: 08:30 - 10:15     Room: 45.1.11
Chair: Petrica Pop

ID   Title                                          Authors

     Perturbing Convolutional Feature Maps with     Yasar Rehman, Lai-Man Po,
01   Histogram of Oriented Gradients for Face Li-   Mengyang Liu, Zijie Zou and
     veness Detection                               Weifeng Ou

                                                    Sarah Wunderlich, Markus Ring,
     Comparison of System Call Representations
05   for Intrusion Detection
                                                    Dieter Landes and Andreas Ho-
                                                    tho

     Efficient Verification of Security Protocols   Agnieszka Zbrzezny, Sabina Szy-
07   Time Properties using SMT solvers              moniak and Mirosław Kurkowski

     A Framework of New Hybrid Features for
16   Intelligent Detection of Zero Hour Phishing    Thomas Nagunwa
     Websites

                                                    Juan F. Garcia and Miguel V. Ca-
17   Mirkwood: An online parallel crawler
                                                    rriegos

     Improving SVM Classification on Imbalan-
                                                    Nga Tran, Dat Tran, Shuangzhe
21   ced Datasets for EEG-based Person Authen-
                                                    Liu, Linh Trinh and Tien Pham
     tication

     Solving the Test Case Prioritization Problem
                                                    Andreea Vescan, Camelia-M.
22   with secure features using Ant Colony Sys-
                                                    Pintea and Petrica Pop
     tem

15
SOCO: Machine Learning
Hour: 12:00 - 14:00   Room: Sala de tesis
Chair: Beatriz Pontes

ID   Title                                           Authors
                                                     José David Martín-Fernández,
     Indexes to find the optimal number of clus-     José María Luna-Romera, Bea-
57   ters in a hierarchical clustering               triz Pontes and José Cristóbal
                                                     Riquelme-Santos

     Analysis and Application of Normalization       Iratxe Niño-Adan, Itziar Lan-
25   Methods with Supervised Feature Weighting       da-Torres, Eva Portillo and Diana
     to Improve K-means Accuracy                     Manjarres

     Classifying Excavator Operations with Fu-
37   sion Network of Multi-Modal Deep Learning       Jinyoung Kim and Sungbae Cho
     Models

     A Study on Trust in Black Box Models and        Nadia El Bekri, Jasmin Kling and
41   Post-Hoc Explanations                           Marco Huber

                                                     Kemilly Garcia, Tiago Carvalho,
     A Study on Hyperparameter Configuration         João Moreira, João M.P. Cardo-
43   for Human Activity Recognition                  so and André C.P.L.F. de Carval-
                                                     ho

     A Fuzzy Approach for Sentences Relevance        Eduardo Valladares-Valdés, Al-
20   Assessment in Multi-Document Summariza-         fredo Simón-Cuevas, Francisco
     tion                                            P. Romero and José A. Olivas

     Online estimation of the state of health of a   Luciano Sanchez, Jose Otero,
49   rechargeable battery through distal learning    David Ansean Gonzalez, Manue-
     of a fuzzy model                                la González and Inés Couso

     A proposal for the development of lifelong      David Griol, Araceli Sanchis and
52   dialog systems                                  Jose Manuel Molina

                                                                                    16
CISIS: General Track 02
Hour: 12:00 - 14:00    Room: 45.1.11
Chair: Ciprian Pungila

ID   Title                                          Authors

     Toward an Privacy Protection based on Ac-
                                                    Son Ha Xuan, Hoang Nguyen
31   cess Control Model in Hybrid Cloud for Heal-
                                                    Minh and Vo Hong-Khanh
     thcare Systems

     Video Anomaly detection and localization in    Mariem Gnouma, Ridha Ejbali
34   crowded scenes                                 and Mourad Zaied

     Beta chaotic map based image steganogra-       Rim Zahmoul, Afef Abbes, Ridha
36   phy                                            Ejbali and Mourad Zaied

     Deep wavelet extreme learning machine for      Siwar Yahia, Salwa Said and
39   data classification                            Mourad Zaied

     Palm vein age and gender estimation using      Wafa Damak, Randa Boukhris,
45   Center Symmetric-Local Binary Pattern          Alima Damak and Dorra Sellami

                                                    Silvia Gonzalez, Álvaro Herrero,
     Neuro-Evolutionary Feature Selection to De-
46   tect Android Malware
                                                    Javier Sedano and Emilio Cor-
                                                    chado

     Improving Blockchain Security Validation
47   and Transaction Processing Through Hete-       Ciprian Pungila and Viorel Negru
     rogeneous Computing

                                                    Esteban Jove, José M. Gonzá-
                                                    lez-Cava, José-Luis Castelei-
     Anomaly detection on patients undergoing
48   general anesthesia
                                                    ro-Roca, Héctor Quintián, Juan
                                                    Albino Méndez-Pérez and José
                                                    Luis Calvo-Rolle

17
Tuesday, 14th
CISIS SS01: From the least to the least: cryptographic and data
analytics solutions to fulfill least minimum privilege and endorse
least minimum effort in information systems
Hour: 08:30 - 10:30     Room: 45.1.11
Chair: Víctor Gayoso

ID   Title                                         Authors
                                                   Iñigo Querejeta Azurmendi, Luis
     An internet voting proposal towards impro-    Hernández Encinas, David Arro-
14   ving usability and coercion resistance        yo and Jorge L. Hernández-Ar-
                                                   dieta

                                                   Sara D. Cardell and Amparo Fus-
24   Linearization of cryptographic sequences
                                                   ter-Sabater

                                                   Amalia Beatriz Orúe López, Al-
                                                   fonso Blanco Blanco, Agustin
     On-the-fly testing an implementation of
                                                   Martín Muñoz, Victor Gayoso
25   Arrow lightweight PRNG using a LabVIEW
                                                   Martínez, Oscar Martínez Grau-
     framework
                                                   llera, Luis Hernández Encinas
                                                   and Fausto Montoya Vitini

                                                   Verónica Requena Arévalo,
     A novel construction for streaming networks
27   with delays
                                                   Joan-Josep Climent and Diego
                                                   Napp

     Hyot: leveraging Hyperledger for construc-
                                                   Jesús Iglesias García, Jesus
37   ting an event-based traceability system in
                                                   Diaz and David Arroyo
     IoT

SOCO SS02: Soft computing applications in the field of industrial
and environmental enterprises
Hour: 08:30 - 10:30   Room: Sala de tesis
Chair: Álvaro Herrero

                                                                                18
ID   Title                                            Authors
                                                      Esteban Jove, José-Luis Cas-
     Outlier generation and anomaly detection
                                                      teleiro-Roca, Héctor Quintián,
45   based on intelligent one-class techniques
                                                      Juan Albino Méndez-Pérez and
     over a bicomponent mixing system
                                                      José Luis Calvo-Rolle

                                                      Dragan Simic, Vasa Svircevic,
     Material Flow Optimization Using Milk Run
64   System in Automotive Industry
                                                      Vladimir Ilin, Svetislav D. Simic
                                                      and Svetlana Simic

                                                      Sergio Márquez Sánchez, Ro-
                                                      berto Casado Vara, Francisco
     Smart PPE and CPE Platform for Electric In-      Javier García Criado, Sara Ro-
32   dustry Workforce.                                dríguez González, Juan Manuel
                                                      Corchado Rodríguez and Javier
                                                      Prieto Tejedor

     Acoustic Anomaly Detection Using Convolu-        Taha Berkay Duman, Baris
36   tional Autoencoders in Industrial Processes      Bayram and Gokhan Ince

     One-Class Classification to Predict the Suc-
                                                      Álvaro Herrero and Alfredo Jime-
67   cess of Private-Participation Infrastructure
                                                      nez
     Projects in Europe

                                                      Ana D. López-Sánchez, Alfredo
     Optimizing a Bi-Objective Vehicle Routing
30   Problem appearing in industrial enterprises
                                                      G. Hernández-Díaz, Julián Moli-
                                                      na and Manuel Laguna

     An industrial application of soft computing      David Griol, Jose Manuel Molina
55   for the design of personalized call centers      and Araceli Sanchis

                                                      Iago Vazquez, José Ramón Vi-
     A preliminary study on Multivariate Time Se-
61   ries clustering
                                                      llar, Javier Sedano and Svetlana
                                                      Simic

                                                      Roberto Casado-Vara, Fernando
                                                      De La Prieta, Sara Rodríguez,
     Adaptive fault-tolerant tracking control algo-
                                                      Jose Luis Calvo Rolle, Sergio
44   rithm for IoT systems: smart building case
                                                      Márquez Sánchez, G. Kumar Ve-
     study
                                                      nayagamoorthy, Pastora Vega
                                                      and Javier Prieto

19
SOCO SS03: Optimization, modelinh and control by soft compu-
ting techniques
Hour: 08:30 - 10:30     Room: 45.1.10
Chair: Eloy Irigoyen Gordo

ID   Title                                           Authors
                                                     Albert Ferrer Moreno, Ferran To-
     Low Voltage Grid Operation Scheduling Con-      rrent Fontbona, Joan Colomer
13   sidering Forecast Uncertainty                   Llinas and Joaquim Meléndez
                                                     Frigola

                                                     Ignacio Trojaola, Iker Elorza,
     Iterative Learning Control for a Hydraulic
18   Cushion
                                                     Eloy Irigoyen, Aron Pujana and
                                                     Carlos Calleja

                                                     Daniela E Sanjinés, Vivian F.
     Opinion Mining to Detect Irony in Twitter
23   Messages in Spanish
                                                     López, Ana B. Gil and María N.
                                                     Moreno

     An efficient soft computing approach for sol-
                                                     Ovidiu Cosma, Petrica Pop and
60   ving the Two-Stage Transportation Problem
                                                     Ioana Zelina
     with fixed costs

     Takagi-Sugeno fuzzy incremental state mo-       Basil Mohammed Al-Hadithi,
28   del for optimal control of a ball and beam      José Miguel Adánez and Agus-
     nonlinear model                                 tín Jiménez

                                                     Cristina Puente, Alejandro So-
     Time-Oriented System to Control Critical Me-
56   dications
                                                     brino, Augusto Villa-Monte and
                                                     Jose Angel Olivas

                                                                                   20
SOCO: Smart Cities & IoT
Hour: 12:00 - 14:00     Room: Sala de tesis
Chair: David Gutiérrez-Avilés

ID   Title                                          Authors

                                                    Antonio M. Fernández, David
     Real-Time Big Data Analytics in Smart Cities
35   from LoRa-based IoT Networks
                                                    Gutiérrez-Avilés, Alicia Troncoso
                                                    and Francisco Martínez-Álvarez

     Deep learning in modeling energy cost of       Marijana Zekic-Susac, Marinela
50   buildings in the public sector                 Knezevic and Rudolf Scitovski

                                                    Mario Alcántara Garrote, Ana
     Framework for the detection of physiological
                                                    Belén Gil González, Ana de Luis,
24   parameters with musical stimuli based on
                                                    María N. Moreno García and Be-
     IoT
                                                    lén Pérez Lancho

     Sara Rodríguez-González, Fernado De la
     Prieta and José Alberto García-Coria. Edge     Inés Sittón-Candanedo, Ricardo
12   Computing architectures in Industry 4.0: a     S. Alonso
     general survey and comparison.

     Predictive maintenance from event logs         Jairo Cugliari, Stephane Bonne-
06   using wavelet-based features                   vay and Victoria Granger

     Building robust prediction models for defec-   Cláudio Rebelo De Sá, Arvind Ku-
21   tive sensor data using Artificial Neural Ne-   mar Shekar, Hugo Ferreira and
     tworks                                         Carlos Soares

21
ICEUTE SS01: Looking for camelot: new approaches t oasses
competencies
Hour: 12:00 - 14:00    Room: 45.1.11
Chair: Araceli Queiruga-Dios

ID   Title                                       Authors
                                                 Snezhana Gocheva-Ilieva, Mar-
     Data Mining for Statistical Evaluation of   ta Teofilova, Anton Iliev, Hristi-
11   Summative and Competency-Based Assess-      na Kulina, Desislava Voynikova,
     ments in Mathematics                        Atanas Ivanov and Pavlina Ata-
                                                 nasova

                                                 Maria Jesus Santos, Mario Mi-
     Looking for the antidote for contaminated
18   water: learning through an escape game
                                                 guel, Araceli Queiruga-Dios and
                                                 Ascensión Hernández Encinas

     Enhancing Collaborative Learning Through    Júlia Justino and Silviano Ra-
19   Pedagogical Alignment                       fael

                                                 Araceli Queiruga-Dios, Gerar-
                                                 do Rodriguez Sanchez, Marie
     Rules Math: Establishing assessment stan-
32   dards
                                                 Demlova, Deolinda Rasteiro, As-
                                                 censión Hernández Encinas and
                                                 Maria Jesus Santos Sánchez

     Evaluate Mathematical Competencies in En-   Deolinda Rasteiro and Cristina
40   gineering Using Video-Lessons               Caridade

     Statistical Methods - What is the problem   Deolinda Rasteiro and Cristina
41   here?                                       Caridade

                                                 Amalia Beatriz Orúe López, Alina
     Enhancing the learning of Cryptography      Maria Orúe López, Liliana Mon-
44   through Concept Maps                        toya Orue, Victor Gayoso Martí-
                                                 nez and Agustin Martin Muñoz

                                                                                 22
Wednesday, 15th
SOCO: Applications
Hour: 08:30 - 10:30   Room: Sala de tesis
Chair: José Manuel López-Guede

ID   Title                                            Authors

     Prototypical Metric Transfer Learning for
                                                      Harshita Seth, Pulkit Kumar and
04   Continuous Speech Keyword Spotting With
                                                      Muktabh Mayank Srivastava
     Limited Training Data

     Characteristic of WiFi Network Based on
58   Space Model with Using Turning Bands             Anna Kaminska-Chuchmala
     Co-Simulation Method

     Inconsistency detection on Data Communi-         Sonia Leon, José Antonio Ro-
53   cation standards using Information Extrac-       dríguez Mondéjar and Cristina
     tion techniques: the ABP case                    Puente Águeda

                                                      Alejandro Hernández, David Ál-
     Mobile architecture for forest fire simulation
59   using PhyFire-HDWind model
                                                      varez, M. Isabel Asensio and
                                                      Sara Rodríguez

                                                      Maibeth Sánchez-Rivero, Mar-
     A Proposal of Robust Leak Localization in
                                                      cos Quiñones Grueiro, Carlos
16   Water Distribution Networks using Differen-
                                                      Cruz, Antônio José Silva Neto
     tial Evolution
                                                      and Orestes

     Neural model of a specific single proton ex-     Jose Manuel Lopez-Guede, Ma-
54   change membrane PEM fuel cell                    nuel Grana and Julian Estevez

23
ICEUTE SS02: Innovation in computer science education
Hour: 08:30 - 10:30    Room: 45.1.11
Chair: Miguel García Torres

ID   Title                                          Authors
                                                    Miguel García Torres, David Be-
                                                    cerra Alonso, Francisco A. Gó-
     Analysis of student achievement scores: A
08   machine learning approach
                                                    mez Vela, Federico Divina, Usa-
                                                    bel López Cobo and Francisco
                                                    Martínez Álvarez
                                                    Viviana E. Jiménez Chaves, Mi-
                                                    guel García Torres, José Luis
     Analysis of teacher training in mathematics
                                                    Vázquez Noguera, César D. Ca-
12   in Paraguay’s elementary education system
                                                    brera Oviedo, Andrea P. Riego
     using machine learning techniques
                                                    Esteche, Federico Divina and
                                                    Manuel Marrufo Vázquez

                                                    Enrique Dominguez, Ezequiel
13   Cooperative Evaluation using Moodle            López-Rubio and Miguel A. Mo-
                                                    lina-Cabello

     Automatic Categorization of Introductory
23   Programming Students
                                                    Miguel Angel Rubio

                                                    Julián Estévez, Gorka Garate,
     Using Scratch to Improve Undergraduate
28   Students’ Skills on Artificial Intelligence
                                                    José Manuel Lopez-Guede and
                                                    Manuel Graña

     Project-based Methodology to Lecture on
                                                    Damián Fernández-Cerero and
30   Web Frameworks Applied to the Manage-
                                                    Alejandro Fernández-Montes
     ment of Health-related Data

                                                    José-Lázaro     Amaro-Mellado,
     Game-based Student Response System
                                                    Daniel Antón, Macarena Pé-
35   (GSRS) applied to a multidisciplinary tea-
                                                    rez-Suárez and Francisco Martí-
     ching context
                                                    nez-Álvarez

     Deployment of an internal quality assurance    Cristina Rubio-Escudero, Fran-
42   system at Pablo de Olavide University of Se-   cisco Martínez-Álvarez, Esther
     ville: improving students skills               Atencia and Alicia Troncoso

                                                                                 24
SOCO: Data generation and preparation
Hour: 12:00 - 13:00     Room: Sala de tesis
Chair: Cristina Rubio Escudero

ID   Title                                             Authors
                                                       Belén Vega-Márquez, Cristina
      Generating Synthetic Data with Generative        Rubio-Escudero, José C. Riquel-
70   Adversarial Networks                              me-Santos and Isabel Nepomu-
                                                       ceno-Chamorro

      Data Selection to Improve Anomaly Detec-         Nuño Basurto and Álvaro Herre-
46   tion in a Component-Based Robot                   ro

      Addressing low dimensionality feature sub-
                                                       Antonio J. Tallón-Ballesteros,
26   set selection: ReliefF(-k) or extended Correla-
                                                       Luís Cavique and Simon Fong
     tion-based Feature Selection(eCFS)?

                                                       Alberto Rivas, Jesús M. Fraile,
      A Predictive Maintenance Model Using Re-
42   current Neural Networks
                                                       Pablo Chamoso, Alfonso Gonzá-
                                                       lez Briones and Ines Sitton

25
SOCO SS04: Soft computing in aerospace, mechanical and civil
engineering: new methods and industrial applications
Hour: 13:00 - 14:00    Room: Sala de tesis
Chair: Soledad Le Clainche

ID   Title                                       Authors

     An introduction to some methods for soft
15   computing in fluid dynamics
                                                 Soledad Le Clainche

                                                 Víctor Beltrán, Soledad Le Clain-
19   A Data-driven ROM based on HODMD
                                                 che and José M. Vega

     Soft computing techniques to analyze the    Christian Amor, José M. Pérez,
14   turbulent wake of a wall-mounted square     Philipp Schlatter, Ricardo Vinue-
     cylinder                                    sa and Soledad Le Clainche

                                                 Jose Miguel Perez Perez, Sole-
     Generating three-dimensional fields from
17   two-dimensional soft computing strategies
                                                 dad Le Clainche Martinez and
                                                 Jose Manuel Vega de Prada

     Low Cost Methods for Computing Instabili-
62   ties in Boundary Layer Flows
                                                 Juan Martin and Pedro Paredes.

                                                                                26
- SEVILLE CITY -
Seville is located in the South of Spain.   Situated on the banks of the Guadal-
A provincial capital, seat of the gover-    quivir River, Seville has a rich Moorish
nment and parliament of the Comuni-         heritage, and used to be a prosperous
dad Autónoma de Andalucía (Regional         port that carried out trade with the
Government). It has more than 700,000       Americas. The old town of Sevilla, co-
inhabitants, nearly half the population     vering almost four square kilometers, is
of the whole province. The city of Se-      one of the three largest in Europe along
ville is located on the plain of the Gua-   with Venice and Genova. The most re-

dalquivir River which crosses the city      presentative landmarks of Sevilla are
from North to South. The river can be       the cathedral, one of the largest ones
navigated from Seville all the way to       of Gothic times, with its famous be-
its outlet near Sanlúcar de Barrameda,      ll-tower, La Giralda, reconstructed from
on the Atlantic coast. In the past the      the minaret of the original mosque, the
port of Seville played an important role    Royal Alcazar, developed from a moo-
in commerce between Spain and the           rish palace which displays a beautiful
Americas and it remains today one of        mixture of Mudejar and Renaissance
the most active river ports of the Ibe-     styles, and La Torre del Oro, a defensive
rian Peninsula.                             barrier on the river to protect the river
                                            port.
27
The streets and squares in the historic
quarter of the capital of Andalucía are
lively and busy. They are home to many
buildings that have the World Heritage
designation, and many districts are full
of traditional culture, like Triana and La
Macarena.

Furthermore, Seville is a prominent bu-
siness and service centre in the south
of Spain and has many hotels distribu-
ted all over the city which enable visi-
tors to discover endless attractions.
Museums and art centres, theme parks,
cinemas, theatres and clubs are some
of the many leisure options that a great
city like Seville holds. Without forget-
ting, of course, the numerous terraces,
inns and bars where visitors can prac-
tise one of the most deeply-rooted and
tasty traditions in the city: “Going out
for tapas”.

A complete and practical guide about Sevilla can be found at the webpage of the
Sevilla Town Hall - Tourism.
http://www.turismosevilla.org/opencms2/opencms/en/index.html
                                                                            28
- SOCIAL ACTIVITIES -
Monday, 13th: City center and cocktail
All participants of the conference are invited to join us at 18:30 to walk around
the historic city center. The meeting point is Metrosol Parasol Sevilla (Plaza de la
Encarnación).

After the visit, we will enjoy a cocktail at the terrace of Hotel Eurostars Sevilla
Boutique (calle Abades, 41-43), starting at 20:30.

You can’t simply miss this unforgettable night!

29
Metrosol Parasol Sevilla, meeting point for the guided visit

Tuesday, 14th: Gala Dinner
All participants of the conference are invited to join us at 19:30 to attend to a
flamenco show at Baraka Sala Flamenca (http://www.barakasalaflamenca.com/)
(calle Pagés del Corro, 70). The show will last 1 hour, with complimentary glasses
of Andalousian white wine (manzanilla) and sangría.

At 20:30, we will head to the Gala Diner walking around by the Guadalquivir River.
The Gala Diner will take place at Rio Grande restaurant (calle Betis, 69) and will
start at 21:00.

                                                                              30
- U S E F U L I N F O R M AT I O N -
Useful phone numbers
The international phone number prefix for Spain is +34.

Emergency call number (preferred)                     112
Police                                                091
Ambulance                                             061
Fire brigade                                          080

Emergency conference contact

Francisco Martínez-Álvarez          fmaralv@upo.es        +34 610 378 960
José Francisco Torres               jftormal@upo.es       +34 605 035 759

31
U N I V E R S I D A D

                              S   E   V   I   L   L   A

DATA SCIENCE
 BIG DATA
RESEARCH LAB

PABLO DE OLAVIDE UNIVERSITY
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